PM Agent 3.0, Confluence Integration, and a Major UI Overhaul

The PM Agent architecture has been fully reworked to address critical performance and accuracy issues. The agent now handles any request correctly, regardless of complexity or data volume, including large projects with thousands of tasks and hundreds of team members, where previous versions would fail and block work entirely.

Response time has been cut several times over through optimization of the SQL query aggregation pipeline and language model prompts. Complex queries with large contexts are now processed in under one minute, down from the previous 3-5 minutes or outright timeouts.

Response structure and formatting have also been improved. Information is now presented in clearly organized blocks with proper use of lists, tables, and paragraphs. Every response includes specific numerical data rather than vague summaries, along with clickable links to tasks and data sources.

Confluence integration for internal documentation analysis. The Enji AI Agent now automatically fetches, indexes, and analyzes internal wikis and reference materials from Confluence. This makes it faster to find information, enables automatic answers to questions about internal processes, and speeds up onboarding for new team members.

Project.md editor and file integration with PM Agent. Key project information (description, goals, contacts, and rules) is now stored centrally in a Project.md file and accessible to both PM Agent and the entire team. The editor has been added to the project settings. This accelerates communication, reduces the risk of knowledge loss during team transitions, and lets you define how PM Agent understands the context of your project.

New task planning tool with support for recurring tasks. Creating, tracking, and automating repeating tasks is now simpler and more reliable, thanks to a new agent dedicated to periodic task management. This reduces manager workload and minimizes the impact of human error.

UI redesign and unification:

• Sidebar navigation redesigned. The updated sidebar is more intuitive, with improved navigation and visual hierarchy across sections, making it faster to access core system features.
• Unified text alignment in input fields. All input fields now use consistent text alignment, making the interface visually cleaner and reducing the likelihood of data entry errors.
• Date picker component standardized. All date selection elements now look and behave identically across every page of the platform, making the interface easier to learn and eliminating confusion.
• Chart generation logic in the analytics agent has been reworked. Charts are now generated faster and more accurately: the agent processes data more efficiently, delivering analytics without delays.
• Date display improved across dashboards and the personnel cost module. Dates are now shown in a consistent format across all modules, making data analysis and comparison easier.
• Data formatting module moved to a deterministic processing stage. Formatting is now applied identically on every run, eliminating random inconsistencies and improving the reliability of automated processes.
• Date selection flow improved. Hints have been added to prevent selection of invalid dates, and period selection is now faster.
• Analytics agent errors are now displayed in a readable format. Instead of technical error messages, users now see informative prompts with recommendations for resolving the issue.

Critical logic and security fixes:

• Vacation day calculation and balance errors fixed. All absence types are now accounted for when calculating vacation time, and the day balance updates correctly. This eliminates overpayments and errors in HR records.
• Division-by-zero error in project cost calculations fixed. A check for zero values has been added to prevent crashes when calculating project costs with no logged work.
• Unauthorized access to diagnostic information and partial API key values have been patched. Access to diagnostics is now strictly limited to authorized users, preventing leakage of internal service data.
• Internal SQL errors are no longer exposed in the agent. SQL errors are now correctly written to the log and not passed to the user, preventing disclosure of the internal database structure.

UI and UX fixes:

• Incorrect display of tooltips, dialogs, the logo in dark mode, sidebar search reset, and false unsaved-changes warnings have all been fixed. Tooltips and dialogs now display correctly, the logo adapts to dark mode, the sidebar search resets only on explicit user action, and unsaved-changes warnings appear only when there are actual unsaved changes.
• Date display and selection errors, default values, and the current date highlight on dashboards: all fixed. Dates are now always displayed correctly, default values match user expectations, and the current date is properly highlighted on dashboards.
• Bugs in BotFarm, Linear, NATS, and PM Agent integrations fixed. All integrations are working correctly again: messages and statuses sync without delays or errors.
• Localization and response language errors fixed. All responses and notifications are now displayed in the language selected by the user.
• SQL query generation fixed. Queries now correctly account for all user-defined parameters, eliminating errors in analytical calculations.

Other:

• Automatic SoW end date population when an employee is dismissed. The end date is now set automatically, reducing manual work for HR and project managers and minimizing errors in personnel records.
• UI synchronized with the business logic for absence request processing. The interface now always reflects the current state of requests, eliminating confusion and errors during the approval process.
• Error handling improved with user-friendly messages. Instead of technical notifications, users now receive informative prompts with actionable recommendations, helping them resolve issues independently.